Low accuracy using CRNN+BiLSTM+CTC for OCR — what should I try next?

Deep Learning
1

I am trying to extract all the text from an image (e.g., medicine packaging).
I used a CRNN + BiLSTM + CTC model trained on 100 images, but the validation accuracy was poor.

What model architecture would be better suited for this?
.

Any guidance or suggestions will be helpful.

1 Like
2

Maybe 100 images are not sufficient for your model to get a decent accuracy :thinking:

1 Like